2 papers
cs.CL2025
CUPE: Contextless Universal Phoneme Encoder for Language-Agnostic Speech Processing
Abdul Rehman, Jian-Jun Zhang, Xiaosong Yang
Universal phoneme recognition typically requires analyzing long speech segments and language-specific patterns. Many speech processing tasks require pure phoneme representations fr…
cs.CL2024
Preserving Empirical Probabilities in BERT for Small-sample Clinical Entity Recognition
Abdul Rehman, Jian Jun Zhang, Xiaosong Yang
Named Entity Recognition (NER) encounters the challenge of unbalanced labels, where certain entity types are overrepresented while others are underrepresented in real-world dataset…